Parspec

Parspec

Senior Machine Learning Engineer - 1

Hybrid - San Mateo, California · Senior

Sponsorship not specified$180k-$240kDetected 162 days ago
PythonReactData StructuresAlgorithmsVector DatabasesMachine LearningDeep LearningPyTorchscikit-learnNumPyData ScienceNLPLLMsLangGraphAI OrchestrationProduct ManagementProcurementResearchLeadershipCollaboration

About the role

  • This is a unique opportunity to be at the forefront of innovation, leveraging advanced AI technologies like LLMs and vector databases to transform an industry ripe for digital disruption.
  • Agentic Workflows: Architect autonomous or semi-autonomous agents that can plan and execute multi-step discovery tasks.
  • R&D Initiatives: Work closely with the leadership team on research efforts to explore cutting-edge technologies, such as vector databases and embedding-based retrieval.

Responsibilities

  • Develop high-precision NLP and document extraction pipelines to digitize and structure complex construction data from unstructured sources.
  • Collaborate with product managers and UX designers to integrate AI components into fully functional systems, providing technical guidance on feasibility and architecture.
  • Participate in the complete product lifecycle-from concept design to development, integration, testing, and deployment.
  • Build products that handle large data volumes efficiently while remaining highly scalable for onboarding new clients.
  • Design complete end-to-end data and ML pipelines, ensuring seamless integration and monitoring in production.
  • Your contributions will be instrumental in advancing Parspec's AI capabilities, enabling us to build intelligent systems that solve real-world problems in construction technology.
  • You will work on complex data science problems while collaborating closely with business, product, and engineering teams to deliver impactful AI-driven features that are central to our product offering.
  • Our proprietary AI technology maintains a current and comprehensive catalogue of millions of products, enabling our customers to identify products that best meet their needs - instantly.
  • Join us in building transformative technology that reshapes one of the world's oldest and largest industries.
  • JOIN US - LEAD THE TRANSFORMATION!

Requirements

  • Technical Skills: Hands-on experience implementing ML projects in Python using libraries like NumPy, scikit-learn, and pandas.
  • Deep experience with Vector Databases (e.g., Pinecone, Milvus) and optimizing embedding models for retrieval.
  • Hands-on experience with agentic frameworks (e.g., LangGraph, AutoGen, or CrewAI) for building complex, multi-step reasoning chains.
  • Expert knowledge of algorithms and data structures.

Nice to have

  • AI Agent Orchestration: Hands-on experience with agentic frameworks (e.g., LangGraph, AutoGen, or CrewAI) for building complex, multi-step reasoning chains.
  • Research & Community: A track record of publications in top-tier conferences (e.g., NeurIPS, SIGIR, KDD, ACL) or significant contributions to open-source ML projects.
  • Bachelor's or Master's degree (PhD preferred) in Science or Engineering with strong programming and analytical skills.
  • San Mateo, with regular in-office presence
  • We think big, set a standard of excellence and are committed to diversity and a discrimination-free workplace.
  • We welcome applicants from all walks of life to join us and help shape the future at Parspec.

Skills

  • Hands-on experience implementing ML projects in Python using libraries like NumPy, scikit-learn, and pandas.
  • Deep Learning: Proficiency in training and fine-tuning deep learning models using PyTorch or TensorFlow.
  • Specialized Infrastructure: Deep experience with Vector Databases (e.g., Pinecone, Milvus) and optimizing embedding models for retrieval.
  • Fine-tuning: Experience fine-tuning LLMs for specialized domain tasks and ranking signals.
  • Planning & Memory: Experience implementing agentic "memory" (long-term/short-term) and planning strategies (like ReAct or Tree of Thoughts).
  • Data Structures: Expert knowledge of algorithms and data structures.
  • Unlimited PTO policy
  • Medical, dental, and vision coverage
  • Flexible hybrid work environment
  • Regular team offsites and a budget for professional development

Compensation

  • The pay range for this role is $180-$240K.

Benefits

  • Competitive salary and discretionary bonus, plus equity options.

Company info

  • We are seeking a highly skilled Senior Machine Learning Engineer to join our AI team and play a pivotal role in developing state-of-the-art discovery and extraction systems.
  • Lead the design and implementation of advanced Search, Ranking, and Recommendation systems to help customers navigate millions of technical products.
  • Search & Recommendation Systems: Lead the design and implementation of advanced Search, Ranking, and Recommendation systems to help customers navigate millions of technical products.
  • At Parspec, we recognize that traditional job descriptions don't always capture the full range of your unique abilities-and that's perfectly okay.
  • You may not meet every requirement, but if you bring a mix of experiences, fresh perspectives, and a passion that aligns with our mission, we want to hear from you!
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This listing is sourced directly from Parspec's careers page and normalized into a canonical job model.